RRepoGEO

REPOGEO REPORT · LITE

zavora-ai/adk-rust

Default branch main · commit b1d88f82 · scanned 6/28/2026, 4:46:23 PM

GitHub: 504 stars · 73 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface zavora-ai/adk-rust, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening to clearly state its category

    Why:

    CURRENT
    The README starts with `# ADK-Rust` followed by badges and announcements.
    COPY-PASTE FIX
    # ADK-Rust

ADK-Rust is a flexible Rust Agent Development Kit for building AI agents with modular components, supporting models, tools, memory, and real-time voice.
  • mediumtopics#2
    Add broader, more common AI agent development topics

    Why:

    CURRENT
    adk, adk-agent, adk-artifact, adk-cli, adk-google, adk-memory, adk-model, adk-rust, adk-server, adk-tool, agent-developer-kit, google-adk, google-adk-rust, openai-adk, realtime, realtime-adk, realtime-audio
    COPY-PASTE FIX
    adk, adk-agent, adk-artifact, adk-cli, adk-google, adk-memory, adk-model, adk-rust, adk-server, adk-tool, agent-developer-kit, google-adk, google-adk-rust, openai-adk, realtime, realtime-adk, realtime-audio, ai-agents, agent-framework, llm-agents, rust-ai, generative-ai
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under the terms specified in the [LICENSE](LICENSE) file.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface zavora-ai/adk-rust
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
tokio-rs/tokio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. tokio-rs/tokio · recommended 1×
  2. serde-rs/serde · recommended 1×
  3. alphacep/vosk-api-rs · recommended 1×
  4. deepspeech-rs/deepspeech-rs · recommended 1×
  5. whisper-rs/whisper-rs · recommended 1×
  • CATEGORY QUERY
    How to build modular AI agents efficiently using Rust for real-time voice applications?
    you: not recommended
    AI recommended (in order):
    1. Tokio (tokio-rs/tokio)
    2. Serde (serde-rs/serde)
    3. Vosk (alphacep/vosk-api-rs)
    4. DeepSpeech (deepspeech-rs/deepspeech-rs)
    5. Whisper (whisper-rs/whisper-rs)
    6. candle (huggingface/candle)
    7. Llama.cpp (rustformers/llama-cpp-rs)
    8. Hound (ruuda/hound)
    9. Symphonia (pdelolmo/symphonia)
    10. WebRTC (webrtc-rs/webrtc-rs)
    11. Opus (rust-lang/opus-rs)
    12. Actix-web (actix/actix-web)
    13. GStreamer (GStreamer/gstreamer-rs)
    14. PyO3 (PyO3/pyo3)
    15. Tauri (tauri-apps/tauri)
    16. CPAL (RustAudio/cpal)
    17. anyhow (dtolnay/anyhow)
    18. thiserror (dtolnay/thiserror)
    19. perf
    20. DTrace
    21. Google Cloud Speech-to-Text
    22. OpenAI API

    AI recommended 22 alternatives but never named zavora-ai/adk-rust. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a flexible Rust framework to develop performant, model-agnostic AI agents.
    you: not recommended
    AI recommended (in order):
    1. Axum
    2. Tokio
    3. Hyper
    4. Reqwest
    5. Actix Web
    6. Poise
    7. Tauri

    AI recommended 7 alternatives but never named zavora-ai/adk-rust. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of zavora-ai/adk-rust?
    pass
    AI did not name zavora-ai/adk-rust — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts zavora-ai/adk-rust in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zavora-ai/adk-rust explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo zavora-ai/adk-rust solve, and who is the primary audience?
    pass
    AI named zavora-ai/adk-rust explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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zavora-ai/adk-rust — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite